Pith Number

pith:E3MV2HJN

pith:2021:E3MV2HJN4K2VKCO7S7OBTUDFB2

not attested not anchored not stored refs pending

HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

Meirui Jiang, Qi Dou, Zirui Wang

arxiv:2112.10775 v3 · 2021-12-20 · eess.IV · cs.AI · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E3MV2HJN4K2VKCO7S7OBTUDFB2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data

Receipt and verification

First computed	2026-07-05T04:17:19.460414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26d95d1d2de2b55509df97dc19d0650eb7dd60fffccf78a6a2ff3b754dfb82da

Aliases

arxiv: 2112.10775 · arxiv_version: 2112.10775v3 · doi: 10.48550/arxiv.2112.10775 · pith_short_12: E3MV2HJN4K2V · pith_short_16: E3MV2HJN4K2VKCO7 · pith_short_8: E3MV2HJN

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/E3MV2HJN4K2VKCO7S7OBTUDFB2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 26d95d1d2de2b55509df97dc19d0650eb7dd60fffccf78a6a2ff3b754dfb82da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae526249a19502727cd504f6c2544f8c90c15a56ea9a6977eb00761f8cf6bc91",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2021-12-20T13:25:48Z",
    "title_canon_sha256": "124dabf097f55d5ec1d72ddd266f7293c43f36f8af6a98dbf9bb725ea49943c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.10775",
    "kind": "arxiv",
    "version": 3
  }
}